Personal homepage of Yuedong Donald CHEN, a Ph.D. student at Monash University, working on 3D vision.

Short Bio

Yuedong Donald Chen is currently enrolled as a Ph.D. student at Monash University, under the supervision of Prof. Jianfei Cai and A/Prof. Tat-Jen Cham. His doctoral research revolves around the inference and manipulation of 3D scenes through the utilization of 2D data. He is particularly captivated by the rapid advancements in the 3D computer vision community in recent years and finds great pleasure in contributing to this dynamic field.

Previously, he was a Research Assistant at IMI NTU, where he honed his foundational research skills under the guidance of Prof. Jianfei Cai and A/Prof. Tat-Jen Cham. During this period, his research focused on enhancing emotion recognition by incorporating human prior knowledge.

Before that, he was a Research Intern at Lenovo Research (Beijing), collaborating with Jianfeng Wang on applications related to facial expression recognition.

His academic journey began with the completion of both his MEng and BEng degrees at Sun Yat-sen University (SYSU), where he majored in Software Engineering. Additionally, he had the enriching experience of spending a semester as an exchange student at National Chi Nan University (NCNU) during his BEng studies.


Selected Publications

🤖🧠👌🏼 He prefers simple yet effective ways

MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images
arXiv 2024
Yuedong Chen, Haofei Xu, Chuanxia Zheng, Bohan Zhuang, Marc Pollefeys, Andreas Geiger, Tat-Jen Cham, and Jianfei Cai
[arXiv] [code] [project page]
MuRF: Multi-Baseline Radiance Fields
CVPR 2024
Haofei Xu, Anpei Chen, Yuedong Chen, Christos Sakaridis, Yulun Zhang, Marc Pollefeys, Andreas Geiger, and Fisher Yu
[arXiv] [code] [project page]
Explicit Correspondence Matching for Generalizable Neural Radiance Fields
arXiv 2023
Yuedong Chen, Haofei Xu, Qianyi Wu, Chuanxia Zheng, Tat-Jen Cham, and Jianfei Cai
[arXiv] [code] [project page]
Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields
ECCV 2022
Yuedong Chen, Qianyi Wu, Chuanxia Zheng, Tat-Jen Cham, and Jianfei Cai
[arXiv] [code] [project page] [demo video]
Object-Compositional Neural Implicit Surfaces
ECCV 2022
Qianyi Wu, Xian Liu, Yuedong Chen, Kejie Li, Chuanxia Zheng, Jianfei Cai, and Jianmin Zheng
[arXiv] [code] [project page] [demo video]
Towards Unbiased Visual Emotion Recognition via Causal Intervention
ACM Multimedia 2022
Yuedong Chen, Xu Yang, Tat-Jen Cham, and Jianfei Cai
[arXiv] [code]
GeoConv: Geodesic Guided Convolution for Facial Action Unit Recognition
Pattern Recognition 2022
Yuedong Chen, Guoxian Song, Zhiwen Shao, Jianfei Cai, Tat-Jen Cham, and Jianmin Zheng
[arXiv]
Facial Motion Prior Networks for Facial Expression Recognition
VCIP 2019 (Oral)
Yuedong Chen, Jianfeng Wang, Shikai Chen, Zhongchao Shi, and Jianfei Cai
[arXiv] [code]

More on Google Scholar

Demo & Projects

Demo at Monash Uni. Open Day 2022 with Chuanxia Zheng
A Well-Structured Replication of GANimation

Miscellanies

  • Conference Reviewer: ECCV('24), CVPR('23,'24), ICCV('23), ACMMM('21,'22,'23,'24), ISMAR('23), IEEEVR('24)
  • Journal Reviewer: TPAMI, IJCV, TIP, TMM, TCSVT, TOMM, TVCJ, Computers & Graphics, The Visual Computer
  • He is a native speaker of Teochew, fluent in English, Mandarin, Cantonese, and also familiar with Singlish.